The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Numbers as on EOD 

## [1] "2021-01-06"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "87186540 (up from 86405927 yesterday: 0.9 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "1883761 (up from 1868768 yesterday: 0.8 % increase)"

Overall Confirmed Cases Count Worldwide in the past 21 Days 

## [1] 12958213

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 2.16



In- Depth Country Wise Stats (With Atleast 100000 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days TotalDeaths NewDeaths DeathsPercentIncrease FatalityRate
US 21299340 253145 1.20 4317183 361123 3865 1.08 1.70
India 10395278 20346 0.20 438721 150336 222 0.15 1.45
Brazil 7873830 63430 0.81 833222 198974 1242 0.63 2.53
Russia 3274615 23902 0.74 565675 59137 431 0.73 1.81
United Kingdom 2845265 62556 2.25 926529 77470 1042 1.36 2.72
France 2763116 25232 0.92 297990 66699 282 0.42 2.41
Turkey 2283931 13830 0.61 355766 22070 191 0.87 0.97
Italy 2201945 20326 0.93 313801 76877 548 0.72 3.49
Spain 1982544 0 0.00 209254 51430 0 0.00 2.59
Germany 1841228 26663 1.47 417398 37835 1078 2.93 2.05
Colombia 1719771 16805 0.99 263172 44723 295 0.66 2.60
Argentina 1676171 13441 0.81 159125 43976 191 0.44 2.62
Mexico 1479835 13345 0.91 202336 129987 1165 0.90 8.78
Poland 1344763 14220 1.07 184862 30055 553 1.87 2.23
Iran 1261903 6283 0.50 130826 55830 82 0.15 4.42
South Africa 1149591 21832 1.94 265904 31368 844 2.77 2.73
Ukraine 1124482 7226 0.65 179264 20171 242 1.21 1.79
Peru 1022018 2543 0.25 35888 37925 95 0.25 3.71
Netherlands 853060 7238 0.86 202988 12096 174 1.46 1.42
Indonesia 788402 8854 1.14 152248 23296 187 0.81 2.95
Czechia 776967 17332 2.28 182819 12436 179 1.46 1.60
Belgium 655732 2997 0.46 40674 19883 56 0.28 3.03
Romania 654007 5719 0.88 82258 16299 121 0.75 2.49
Canada 631466 8082 1.30 145890 16403 150 0.92 2.60
Chile 625483 2382 0.38 48752 16816 28 0.17 2.69
Iraq 599965 839 0.14 21049 12865 9 0.07 2.14
Bangladesh 518898 978 0.19 23057 7687 17 0.22 1.48
Pakistan 495075 2481 0.50 46553 10511 50 0.48 2.12
Philippines 480737 1044 0.22 27749 9347 26 0.28 1.94
Switzerland 470789 4808 1.03 76336 8109 91 1.13 1.72
Sweden 469748 0 0.00 121163 8985 0 0.00 1.91
Israel 463448 7309 1.60 98406 3529 33 0.94 0.76
Morocco 447081 1642 0.37 40111 7618 37 0.49 1.70
Portugal 446606 10027 2.30 88310 7377 91 1.25 1.65
Austria 372190 2469 0.67 41847 6525 68 1.05 1.75
Saudi Arabia 363377 118 0.03 3042 6272 7 0.11 1.73
Serbia 352120 2882 0.83 69519 3444 39 1.15 0.98
Hungary 331768 2047 0.62 43201 10198 118 1.17 3.07
Jordan 302856 1553 0.52 35271 3955 15 0.38 1.31
Panama 264956 5186 2.00 65009 4283 45 1.06 1.62
Nepal 263193 409 0.16 12277 1899 6 0.32 0.72
Japan 259521 5950 2.35 71770 3609 61 1.72 1.39
Georgia 233879 1800 0.78 35492 2666 20 0.76 1.14
Azerbaijan 222200 799 0.36 34864 2818 26 0.93 1.27
United Arab Emirates 218766 2067 0.95 30221 689 4 0.58 0.31
Ecuador 217377 1294 0.60 13916 14146 43 0.30 6.51
Croatia 216286 1896 0.88 33241 4223 44 1.05 1.95
Bulgaria 206392 1002 0.49 20146 7961 59 0.75 3.86
Kazakhstan 205933 869 0.42 17096 2781 6 0.22 1.35
Belarus 204958 1854 0.91 39061 1480 9 0.61 0.72
Lebanon 199925 4166 2.13 48992 1550 21 1.37 0.78
Slovakia 196047 4959 2.60 56959 2657 54 2.07 1.36
Dominican Republic 176378 529 0.30 19793 2419 0 0.00 1.37
Denmark 175663 2230 1.29 55333 1451 31 2.18 0.83
Costa Rica 175038 1447 0.83 19775 2267 19 0.85 1.30
Bolivia 166981 1713 1.04 18767 9287 46 0.50 5.56
Armenia 160853 309 0.19 10635 2890 12 0.42 1.80
Kuwait 152438 411 0.27 5467 938 0 0.00 0.62
Lithuania 152215 2718 1.82 52346 2036 40 2.00 1.34
Tunisia 149881 2820 1.92 35334 5004 70 1.42 3.34
Moldova 147871 950 0.65 17542 3088 18 0.59 2.09
Egypt 145590 1007 0.70 22437 7975 57 0.72 5.48
Qatar 145061 209 0.14 3644 245 0 0.00 0.17
West Bank and Gaza 144257 1088 0.76 28651 1519 14 0.93 1.05
Greece 142267 814 0.58 14710 5099 48 0.95 3.58
Guatemala 140202 783 0.56 9374 4899 40 0.82 3.49
Slovenia 131724 3354 2.61 31323 2899 31 1.08 2.20
Oman 129888 114 0.09 3053 1504 2 0.13 1.16
Burma 128178 594 0.47 16278 2785 19 0.69 2.17
Ethiopia 126786 545 0.43 8780 1965 2 0.10 1.55
Malaysia 125438 2593 2.11 37525 513 4 0.79 0.41
Honduras 124899 1077 0.87 9582 3192 6 0.19 2.56
Ireland 121154 7832 6.91 43957 2299 17 0.74 1.90
Venezuela 114908 246 0.21 6191 1047 5 0.48 0.91
Bosnia and Herzegovina 113392 0 0.00 10160 4211 0 0.00 3.71
Paraguay 111694 898 0.81 15485 2337 16 0.69 2.09
Libya 102880 424 0.41 10303 1546 10 0.65 1.50
Algeria 101120 247 0.24 7613 2786 4 0.14 2.76

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
California 2530857 35043 1.40 822298 27926 526 1.92 1.10 64052.51 706.77 1 in 16
Texas 1884799 24036 1.29 350349 29118 321 1.11 1.54 65002.30 1004.21 1 in 15
Florida 1409906 17783 1.28 254571 22317 129 0.58 1.58 65645.00 1039.08 1 in 15
New York 1064297 16016 1.53 250961 38912 169 0.44 3.66 54709.62 2000.25 1 in 18
Illinois 999288 7569 0.76 128688 18735 173 0.93 1.87 78859.07 1478.48 1 in 13
Ohio 742817 7814 1.06 158051 9368 121 1.31 1.26 63547.84 801.43 1 in 16
Georgia 713840 7686 1.09 153221 11165 93 0.84 1.56 67232.89 1051.57 1 in 15
Pennsylvania 688398 9400 1.38 163458 16915 379 2.29 2.46 53772.74 1321.28 1 in 19
Tennessee 625380 7731 1.25 141095 7379 112 1.54 1.18 91521.16 1079.88 1 in 11
North Carolina 582348 6952 1.21 130474 7076 80 1.14 1.22 55524.73 674.67 1 in 18
Arizona 574680 7206 1.27 145461 9444 127 1.36 1.64 75467.90 1240.20 1 in 13
Michigan 551498 4856 0.89 68683 13667 59 0.43 2.48 55222.38 1368.50 1 in 18
Indiana 539229 6146 1.15 98379 8743 80 0.92 1.62 80096.77 1298.68 1 in 12
Wisconsin 535999 4109 0.77 57837 5435 69 1.29 1.01 92057.55 933.46 1 in 11
New Jersey 504647 5011 1.00 89572 19523 141 0.73 3.87 56815.61 2197.99 1 in 18
Minnesota 427587 2326 0.55 41175 5596 76 1.38 1.31 75818.24 992.26 1 in 13
Missouri 419168 2282 0.55 57280 5983 33 0.55 1.43 68297.01 974.84 1 in 15
Massachusetts 404053 6851 1.72 99941 12836 102 0.80 3.18 58141.28 1847.04 1 in 17
Alabama 384184 4591 1.21 78544 4994 108 2.21 1.30 78353.97 1018.52 1 in 13
Virginia 377300 5387 1.45 85060 5226 35 0.67 1.39 44203.52 612.27 1 in 23
Colorado 349450 2557 0.74 52734 5050 59 1.18 1.45 60681.72 876.93 1 in 16
Louisiana 333524 6876 2.11 57979 7681 46 0.60 2.30 71744.20 1652.26 1 in 14
South Carolina 333235 5162 1.57 73116 5582 84 1.53 1.68 64721.99 1084.15 1 in 15
Oklahoma 311573 3305 1.07 66344 2633 62 2.41 0.85 78740.28 665.41 1 in 13
Maryland 292904 3146 1.09 51137 6132 50 0.82 2.09 48448.48 1014.28 1 in 21
Utah 292720 3769 1.30 52005 1330 18 1.37 0.45 91305.00 414.85 1 in 11
Iowa 290776 2478 0.86 30002 4060 61 1.53 1.40 92161.51 1286.82 1 in 11
Kentucky 286540 5705 2.03 55848 2806 34 1.23 0.98 64136.30 628.07 1 in 16
Washington 260752 1985 0.77 46487 3605 64 1.81 1.38 34242.37 473.41 1 in 29
Arkansas 242593 3705 1.55 51089 3901 65 1.69 1.61 80386.70 1292.65 1 in 12
Kansas 238371 5235 2.25 40709 3020 35 1.17 1.27 81821.25 1036.62 1 in 12
Nevada 237393 1938 0.82 43295 3295 60 1.85 1.39 77071.75 1069.75 1 in 13
Mississippi 228235 2791 1.24 42592 5013 38 0.76 2.20 76688.03 1684.39 1 in 13
Connecticut 199454 2486 1.26 41673 6230 38 0.61 3.12 55943.32 1747.40 1 in 18
Nebraska 172469 1436 0.84 20366 1703 11 0.65 0.99 89158.54 880.37 1 in 11
New Mexico 149984 1485 1.00 25627 2641 47 1.81 1.76 71528.96 1259.52 1 in 14
Idaho 146106 1263 0.87 20654 1488 17 1.16 1.02 81529.41 830.33 1 in 12
Oregon 120223 735 0.62 22601 1558 8 0.52 1.30 28504.15 369.39 1 in 35
South Dakota 101684 608 0.60 9081 1519 6 0.40 1.49 114941.46 1717.05 1 in 9
Rhode Island 95463 1611 1.72 19254 1890 20 1.07 1.98 90113.76 1784.09 1 in 11
West Virginia 94678 1516 1.63 27829 1481 39 2.70 1.56 52977.18 828.70 1 in 19
North Dakota 93832 338 0.36 5146 1334 5 0.38 1.42 123129.09 1750.51 1 in 8
Montana 84060 682 0.82 9416 1015 10 1.00 1.21 78650.57 949.68 1 in 13
Puerto Rico 79612 293 0.37 15926 1570 8 0.51 1.97 24927.87 491.59 1 in 40
Delaware 61729 629 1.03 13800 947 0 0.00 1.53 63392.16 972.51 1 in 16
Alaska 48899 339 0.70 6426 220 2 0.92 0.45 66843.46 300.73 1 in 15
New Hampshire 48838 846 1.76 15405 816 24 3.03 1.67 35917.93 600.13 1 in 28
Wyoming 45890 321 0.70 5580 464 0 0.00 1.01 79290.34 801.72 1 in 13
District of Columbia 30482 316 1.05 4880 806 5 0.62 2.64 43190.99 1142.05 1 in 23
Maine 27090 525 1.98 9779 372 3 0.81 1.37 20153.07 276.74 1 in 50
Hawaii 22610 125 0.56 2679 299 10 3.46 1.32 15968.96 211.18 1 in 63
Vermont 8158 120 1.49 2149 152 3 2.01 1.86 13073.95 243.59 1 in 76

US Tested- Confirmed Funnel (All States)

State Level Figures

State Tested Confirmed ConfirmationRate TestedinPast21Days ConfirmedinPast21Days ConfirmationRateForPast21Days TestsPerMillPopl
1 California 34548621 2530857 7.33 6399031 822298 12.85 874378.1
2 Texas 14370153 1884799 13.12 2009844 350349 17.43 495592.9
3 Florida 16310438 1409906 8.64 2179860 254571 11.68 759411.4
4 New York 26333682 1064297 4.04 3856408 250961 6.51 1353669.0
5 Illinois 13698428 999288 7.29 1643140 128688 7.83 1081014.9
6 Ohio 7908645 742817 9.39 868176 158051 18.20 676582.9
7 Georgia 5523221 713840 12.92 705313 153221 21.72 520203.5
8 Pennsylvania 4010345 688398 17.17 404917 163458 40.37 313259.5
9 Tennessee 5799089 625380 10.78 637802 141095 22.12 848667.0
10 North Carolina 7243218 582348 8.04 1104373 130474 11.81 690614.0
11 Arizona 2974034 574680 19.32 413394 145461 35.19 390554.9
12 Michigan 8364930 551498 6.59 830339 68683 8.27 837593.8
13 Indiana 5894505 539229 9.15 844342 98379 11.65 875566.4
14 Wisconsin 5478167 535999 9.78 550464 57837 10.51 940872.3
15 New Jersey 8113523 504647 6.22 1167908 89572 7.67 913459.7
16 Minnesota 5519178 427587 7.75 695326 41175 5.92 978641.5
17 Missouri 3724603 419168 11.25 342959 57280 16.70 606867.1
18 Massachusetts 11308785 404053 3.57 1499680 99941 6.66 1627279.7
19 Alabama 1921210 384184 20.00 180082 78544 43.62 391829.0
20 Virginia 4428211 377300 8.52 648185 85060 13.12 518798.1
21 Colorado 4597755 349450 7.60 720488 52734 7.32 798396.6
22 Louisiana 4334992 333524 7.69 471359 57979 12.30 932498.2
23 South Carolina 3326876 333235 10.02 535202 73116 13.66 646156.7
24 Oklahoma 2758923 311573 11.29 355057 66344 18.69 697231.0
25 Maryland 5932780 292904 4.94 801350 51137 6.38 981325.5
26 Utah 2312383 292720 12.66 253477 52005 20.52 721276.8
27 Iowa 1185478 290776 24.53 54296 30002 55.26 375737.5
28 Kentucky 3247372 286540 8.82 307275 55848 18.18 726859.8
29 Washington 3949632 260752 6.60 537956 46487 8.64 518672.0
30 Arkansas 2104323 242593 11.53 218235 51089 23.41 697297.9
31 Kansas 1037519 238371 22.98 119254 40709 34.14 356130.2
32 Nevada 2162129 237393 10.98 276200 43295 15.68 701954.4
33 Mississippi 1411813 228235 16.17 146510 42592 29.07 474375.8
34 Connecticut 4528777 199454 4.40 658386 41673 6.33 1270241.9
35 Nebraska 1795682 172469 9.60 213441 20366 9.54 928285.0
36 New Mexico 2032578 149984 7.38 265170 25627 9.66 969358.0
37 Idaho 552026 146106 26.47 40482 20654 51.02 308039.0
38 Oregon 2741116 120223 4.39 397388 22601 5.69 649902.1
39 South Dakota 379041 101684 26.83 23427 9081 38.76 428460.0
40 Rhode Island 2079925 95463 4.59 293262 19254 6.57 1963377.0
41 West Virginia 1588859 94678 5.96 238445 27829 11.67 889047.7
42 North Dakota 1262673 93832 7.43 83005 5146 6.20 1656916.4
43 Montana 817142 84060 10.29 81083 9416 11.61 764557.3
45 Delaware 1020329 61729 6.05 156305 13800 8.83 1047819.6
46 Alaska 1311015 48899 3.73 144870 6426 4.44 1792118.1
47 New Hampshire 1068111 48838 4.57 135582 15405 11.36 785542.7
48 Wyoming 517839 45890 8.86 60023 5580 9.30 894740.3
49 District of Columbia 932102 30482 3.27 133714 4880 3.65 1320727.3
50 Maine 1151056 27090 2.35 142878 9779 6.84 856305.4
51 Hawaii 836346 22610 2.70 88437 2679 3.03 590693.2
52 Vermont 722745 8158 1.13 94385 2149 2.28 1158265.6

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region Swabs Confirmations NewConfirmations CasesPercentIncrease ConfirmationRate HospitalizedWithSymptoms IntensiveCare ActiveCases Deceased FatalityRate
Lombardia 4959414 490223 2952 0.61 9.88 3424 471 52691 25498 5.20
Veneto 3395768 273735 3638 1.35 8.06 2612 343 91299 7114 2.60
Piemonte 1713074 202778 1163 0.58 11.84 2773 192 18415 8088 3.99
Campania 2096822 195219 1366 0.70 9.31 1362 99 76343 2994 1.53
Emilia-Romagna 2644635 182661 1576 0.87 6.91 2665 236 58069 8066 4.42
Lazio 2780969 172980 2007 1.17 6.22 2843 306 77766 3972 2.30
Toscana 1929121 122831 411 0.34 6.37 815 146 9449 3789 3.08
Sicilia 1264942 101206 1692 1.70 8.00 1190 194 37739 2593 2.56
Puglia 1085419 96946 1581 1.66 8.93 1383 153 54028 2573 2.65
Liguria 729125 62278 365 0.59 8.54 703 65 5424 2947 4.73
Friuli Venezia Giulia 960944 52876 606 1.16 5.50 649 62 11830 1805 3.41
Marche 556983 44530 743 1.70 7.99 512 67 13298 1647 3.70
Abruzzo 529798 36651 365 1.01 6.92 463 39 11331 1254 3.42
Sardegna 496887 32605 335 1.04 6.56 494 47 16913 786 2.41
P.A. Bolzano 370250 30451 320 1.06 8.22 203 27 11105 762 2.50
Umbria 518260 30075 347 1.17 5.80 277 45 4074 643 2.14
Calabria 452241 25386 398 1.59 5.61 244 20 8691 499 1.97
P.A. Trento 461438 22903 203 0.89 4.96 359 45 2024 989 4.32
Basilicata 189314 11409 210 1.88 6.03 92 4 6345 268 2.35
Valle d’Aosta 63993 7406 26 0.35 11.57 54 1 407 388 5.24
Molise 118577 6796 27 0.40 5.73 57 9 1471 202 2.97

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed NewConfirmations CasesPercentIncrease Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
Quebec 217999 2641 1.23 8488 47 0.56 3.89 25533.77 994.18 1 in 39
Ontario 205283 3198 1.58 4800 51 1.07 2.34 13953.60 326.27 1 in 72
Alberta 107501 1123 1.06 1193 25 2.14 1.11 24359.27 270.33 1 in 41
British Columbia 55254 625 1.14 962 8 0.84 1.74 10810.98 188.22 1 in 92
Manitoba 25541 167 0.66 705 10 1.44 2.76 18541.33 511.79 1 in 54
Saskatchewan 16804 284 1.72 174 9 5.45 1.04 14220.60 147.25 1 in 70
Nova Scotia 1520 12 0.80 65 0 0.00 4.28 1555.06 66.50 1 in 643
New Brunswick 693 31 4.68 9 0 0.00 1.30 888.47 11.54 1 in 1126
Newfoundland and Labrador 392 0 0.00 4 0 0.00 1.02 751.87 7.67 1 in 1330
Nunavut 266 0 0.00 1 0 0.00 0.38 NA NA 1 in NA
Prince Edward Island 97 0 0.00 0 0 NaN 0.00 613.31 0.00 1 in 1630
Yukon 66 1 1.54 1 0 0.00 1.52 1606.70 24.34 1 in 622
Northwest Territories 24 0 0.00 0 0 NaN 0.00 534.47 0.00 1 in 1871
Repatriated Travellers 13 0 0.00 0 0 NaN 0.00 NA NA 1 in NA

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Deaths)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 65095.78 1103.68 1 in 15
India 7763.46 112.27 1 in 129
Brazil 37619.83 950.66 1 in 27
Russia 22661.70 409.25 1 in 44
United Kingdom 42824.58 1166.01 1 in 23
France 41246.69 995.66 1 in 24
Turkey 28262.97 273.11 1 in 35
Italy 36407.82 1271.11 1 in 27
Spain 42489.16 1102.23 1 in 24
Germany 22239.74 457.00 1 in 45
Colombia 35047.30 911.41 1 in 29
Argentina 37862.46 993.36 1 in 26
Mexico 11453.83 1006.09 1 in 87
Poland 35407.14 791.34 1 in 28
Iran 15548.34 687.90 1 in 64
South Africa 20267.82 553.03 1 in 49
Ukraine NA NA 1 in NA
Peru 31769.29 1178.89 1 in 31
Netherlands 49654.25 704.07 1 in 20
Indonesia 2986.37 88.24 1 in 335

US Detailed State and County Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the state/ county level in USA.

Epidemic Curve: Delta in Confirmed Cases in US States

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various US states. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 30 states in USA as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in US States

Number of Deaths in the past 24 hrs

Top 100 US Counties with the Highest Cases and Deaths

All NYC boroughs are mentioned together as New York County

County State Confirmations Deaths FatalityRate
Los Angeles California 852165 11328 1.33
Cook Illinois 406674 8574 2.11
Maricopa Arizona 354810 5416 1.53
Miami-Dade Florida 314742 4260 1.35
Harris Texas 250854 3482 1.39
San Bernardino California 214813 1454 0.68
Dallas Texas 206802 2117 1.02
Riverside California 203957 2151 1.05
Clark Nevada 180524 2496 1.38
San Diego California 176662 1691 0.96
Orange California 175032 1943 1.11
Tarrant Texas 165288 1561 0.94
Broward Florida 144590 1890 1.31
Queens New York 134670 7602 5.64
Kings New York 132075 7807 5.91
Bexar Texas 126897 1778 1.40
Salt Lake Utah 112552 570 0.51
Suffolk New York 106061 2388 2.25
El Paso Texas 100944 1731 1.71
Philadelphia Pennsylvania 97099 2553 2.63
Nassau New York 96112 2445 2.54
Milwaukee Wisconsin 94284 1011 1.07
Bronx New York 90958 5165 5.68
Hennepin Minnesota 88832 1417 1.60
Franklin Ohio 88447 700 0.79
Wayne Michigan 88029 3709 4.21
Palm Beach Florida 87683 1923 2.19
Hillsborough Florida 82257 1102 1.34
Orange Florida 82155 776 0.94
Middlesex Massachusetts 80812 2802 3.47
Santa Clara California 77366 771 1.00
Pima Arizona 76243 1142 1.50
Marion Indiana 74434 1205 1.62
Cuyahoga Ohio 74199 931 1.25
Westchester New York 74157 1697 2.29
Kern California 72878 518 0.71
St. Louis Missouri 71901 1408 1.96
Utah Utah 71050 222 0.31
Fresno California 70971 711 1.00
Sacramento California 70677 917 1.30
Shelby Tennessee 70242 977 1.39
Mecklenburg North Carolina 67193 591 0.88
Duval Florida 66647 760 1.14
King Washington 66286 1085 1.64
Davidson Tennessee 64869 600 0.92
New York New York 64781 3367 5.20
DuPage Illinois 64259 1082 1.68
Oakland Michigan 63751 1680 2.64
Providence Rhode Island 62846 1436 2.28
Essex Massachusetts 62272 1752 2.81
Gwinnett Georgia 61578 609 0.99
Oklahoma Oklahoma 61336 454 0.74
Fulton Georgia 60247 800 1.33
Fairfield Connecticut 59565 1763 2.96
Suffolk Massachusetts 57742 1401 2.43
Allegheny Pennsylvania 57708 1099 1.90
Prince George’s Maryland 57286 1111 1.94
Alameda California 56432 697 1.24
Jefferson Alabama 56031 738 1.32
Douglas Nebraska 55313 525 0.95
Hamilton Ohio 54992 423 0.77
Will Illinois 54211 806 1.49
Jefferson Kentucky 54171 552 1.02
Travis Texas 53935 564 1.05
Collin Texas 53731 388 0.72
Hidalgo Texas 53197 2229 4.19
Tulsa Oklahoma 51319 429 0.84
Macomb Michigan 51199 1658 3.24
New Haven Connecticut 50791 1595 3.14
Hartford Connecticut 50223 1907 3.80
Denver Colorado 49899 679 1.36
Lake Illinois 49805 840 1.69
Bergen New Jersey 49480 2355 4.76
Essex New Jersey 49329 2421 4.91
San Joaquin California 49306 672 1.36
Montgomery Maryland 48864 1157 2.37
Pinellas Florida 48273 1106 2.29
Cobb Georgia 47707 598 1.25
Middlesex New Jersey 47560 1722 3.62
Wake North Carolina 47315 354 0.75
Fairfax Virginia 46776 691 1.48
Ventura California 46456 297 0.64
Hudson New Jersey 46291 1731 3.74
Worcester Massachusetts 46013 1587 3.45
Kent Michigan 45025 572 1.27
Erie New York 44616 1257 2.82
Contra Costa California 43442 348 0.80
Lee Florida 43327 691 1.59
Lubbock Texas 43266 592 1.37
Kane Illinois 42992 631 1.47
Bernalillo New Mexico 42929 613 1.43
Polk Iowa 42888 421 0.98
El Paso Colorado 42806 606 1.42
Sedgwick Kansas 42336 407 0.96
Adams Colorado 41653 531 1.27
Greenville South Carolina 41627 538 1.29
Lake Indiana 41432 634 1.53
Denton Texas 41409 366 0.88
Johnson Kansas 41357 517 1.25
Passaic New Jersey 41267 1481 3.59

Overall US Choropleth Map

Choropleths are an ideal way to visualize the past/ current COVID-19 hotspots within a country. The below were the overall (not current) hotspots in the US.

County level COVID-19 Confirmations Map

Canada Detailed Province Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the province level in Canada.

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in the most affected Canadian provinces- Quebec, Ontario, Alberta and British Columbia. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Epidemic Curve: Delta in Confirmed Cases in Canadian Provinces

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in Canadian Provinces

Number of Deaths in the past 24 hrs

Data Sources

Github Repo: CSSEGISandData, The NY Times, amodm/api-covid19-in and pcm-dpc